{"id":"W3006040099","doi":"10.3968/11508","title":"Study on Influencing Factors of Career Choice of Excellent Teachers: Based on the Analysis of Nine Educational Autobiographies","year":2020,"lang":"en","type":"article","venue":"Canadian social science","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confusion; Psychology; Field (mathematics); Social psychology; Psychoanalysis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008869887,0.00008342486,0.0001855743,0.0006901167,0.0002522946,0.00003622661,0.001073982,0.00002529905,0.00005305692],"category_scores_gemma":[0.0005685165,0.00006384241,0.0001056219,0.005748858,0.0003635722,0.00009857269,0.00003338997,0.0001153442,6.824891e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292748,"about_ca_system_score_gemma":0.001196474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02067054,"about_ca_topic_score_gemma":0.003401053,"domain_scores_codex":[0.99859,0.0002091953,0.000221,0.0002576232,0.0005445279,0.000177636],"domain_scores_gemma":[0.9987431,0.0004102266,0.0001763687,0.0002825029,0.000182976,0.0002048502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001201394,0.0001479161,0.865492,0.000004768912,0.00007885751,2.047545e-7,0.119661,0.0003046127,0.0008098487,0.01128777,0.0002848374,0.001926903],"study_design_scores_gemma":[0.00005483087,0.00007910585,0.9903955,0.000006013377,0.00004017837,7.695301e-9,0.007697168,0.0006169461,0.0007915675,0.00001788194,0.0002338633,0.00006695913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920545,0.000006649855,0.0005198349,0.003977529,0.0001298091,0.0001299001,0.00001373134,0.000008427856,0.003159593],"genre_scores_gemma":[0.9988429,1.43534e-7,0.0005180104,0.0005876399,0.00002638139,0.000004637968,0.000001254955,0.000002467458,0.00001654263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1249034,"threshold_uncertainty_score":0.9858509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08310982352599382,"score_gpt":0.3449125839405466,"score_spread":0.2618027604145527,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}